LinearComponentSplitterModel#

class openstef_models.models.component_splitting.linear_component_splitter.LinearComponentSplitterModel(*args, **kwargs)[source]

Protocol for linear component splitter model interface.

Defines the expected interface for the linear component splitter model loaded from joblib.

predict(x: DataFrame | NDArray[float64]) → NDArray[float64][source]

Predict energy components from input features.

Parameters:

x (DataFrame | NDArray[double]) – Input features as dataframe or numpy array.
x

Returns:

Predicted components as numpy array.

Return type:

NDArray[double]